AI/ML Certification Path Guide

AI and Machine Learning certifications validate your ability to build, train, deploy, and monitor ML models on cloud platforms. This guide compares the three major cloud ML certifications.

Provider Comparison

| Feature | AWS ML Specialty | Azure AI Engineer | GCP ML Engineer | | ------- | ---------------- | --------------------------------- | -------------------- | | Code | MLS-C01 | AI-102 | ML Engineer | | Length | 180 min | 150 min | 120 min | | Price | $300 | $165 | $200 | | Focus | SageMaker, MLOps | Cognitive Services, Bot Framework | Vertex AI, Pipelines |

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